{"id":27060,"date":"2025-02-26T11:09:30","date_gmt":"2025-02-26T03:09:30","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27060"},"modified":"2025-08-25T00:14:09","modified_gmt":"2025-08-24T16:14:09","slug":"olmocr","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/olmocr\/","title":{"rendered":"olmOCR\uff1aPDF\u6587\u6863\u8f6c\u6362\u4e3a\u6587\u672c\uff0c\u652f\u6301\u8868\u683c\u3001\u516c\u5f0f\u548c\u624b\u5199\u5185\u5bb9\u7684\u8bc6\u522b"},"content":{"rendered":"<p>olmOCR \u662f\u7531 Allen Institute for Artificial Intelligence (AI2) \u7684 AllenNLP \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u5c06 PDF \u6587\u4ef6\u8f6c\u6362\u4e3a\u7ebf\u6027\u5316\u6587\u672c\uff0c\u7279\u522b\u9002\u5408\u7528\u4e8e\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b (LLM) \u7684\u6570\u636e\u96c6\u51c6\u5907\u4e0e\u8bad\u7ec3\u3002\u5b83\u652f\u6301\u4ece\u590d\u6742\u7684 PDF \u6587\u6863\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u4fdd\u6301\u81ea\u7136\u9605\u8bfb\u987a\u5e8f\uff0c\u5e76\u80fd\u5904\u7406\u8868\u683c\u3001\u516c\u5f0f\u751a\u81f3\u624b\u5199\u5185\u5bb9\u3002\u5de5\u5177\u8bbe\u8ba1\u9ad8\u6548\uff0c\u53ef\u5728\u672c\u5730 GPU \u4e0a\u8fd0\u884c\uff0c\u6216\u901a\u8fc7 AWS S3 \u5b9e\u73b0\u591a\u8282\u70b9\u5e76\u884c\u5904\u7406\uff0c\u663e\u8457\u964d\u4f4e\u5904\u7406\u6210\u672c\u3002\u636e\u5b98\u65b9\u6570\u636e\uff0c\u5176\u5904\u7406\u901f\u5ea6\u53ef\u8fbe\u6bcf\u79d2 3000+ \u4ee4\u724c\uff0c\u6210\u672c\u4ec5\u4e3a GPT-4o \u7684 1\/32\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u5904\u7406\u5927\u91cf PDF \u7684\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u3002olmOCR \u91c7\u7528 Apache 2.0 \u8bb8\u53ef\uff0c\u4ee3\u7801\u3001\u6a21\u578b\u6743\u91cd\u548c\u6570\u636e\u5b8c\u5168\u5f00\u6e90\uff0c\u9f13\u52b1\u793e\u533a\u53c2\u4e0e\u6539\u8fdb\u3002<\/p>\n<div id=\"attachment_27061\" style=\"width: 1374px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-27061\" class=\"wp-image-27061 size-full\" title=\"olmOCR\uff1aPDF\u6587\u6863\u8f6c\u6362\u4e3a\u6587\u672c\uff0c\u652f\u6301\u8868\u683c\u3001\u516c\u5f0f\u548c\u624b\u5199\u5185\u5bb9\u7684\u8bc6\u522b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e1386371fd05998.png\" alt=\"olmOCR\uff1aPDF\u6587\u6863\u8f6c\u6362\u4e3a\u6587\u672c\uff0c\u652f\u6301\u8868\u683c\u3001\u516c\u5f0f\u548c\u624b\u5199\u5185\u5bb9\u7684\u8bc6\u522b-1\" width=\"1364\" height=\"832\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e1386371fd05998.png 1364w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e1386371fd05998-768x468.png 768w\" sizes=\"auto, (max-width: 1364px) 100vw, 1364px\" \/><p id=\"caption-attachment-27061\" class=\"wp-caption-text\">\u6f14\u793a\u5730\u5740\uff1ahttps:\/\/olmocr.allenai.org\/<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>PDF \u6587\u672c\u63d0\u53d6\u4e0e\u7ebf\u6027\u5316<\/strong>: \u5c06 PDF \u6587\u4ef6\u8f6c\u6362\u4e3a Dolma \u98ce\u683c\u7684 JSONL \u683c\u5f0f\u6587\u672c\uff0c\u4fdd\u7559\u9605\u8bfb\u987a\u5e8f\u3002<\/li>\n<li><strong>GPU \u52a0\u901f\u63a8\u7406<\/strong>: \u5229\u7528\u672c\u5730 GPU \u548c sglang \u6280\u672f\uff0c\u5b9e\u73b0\u9ad8\u6548\u6587\u6863\u5904\u7406\u3002<\/li>\n<li><strong>\u591a\u8282\u70b9\u5e76\u884c\u5904\u7406<\/strong>: \u652f\u6301\u901a\u8fc7 AWS S3 \u534f\u8c03\u591a\u8282\u70b9\u4efb\u52a1\uff0c\u9002\u5408\u5904\u7406\u6570\u767e\u4e07 PDF\u3002<\/li>\n<li><strong>\u590d\u6742\u5185\u5bb9\u8bc6\u522b<\/strong>: \u5904\u7406\u8868\u683c\u3001\u6570\u5b66\u516c\u5f0f\u548c\u624b\u5199\u6587\u672c\uff0c\u8f93\u51fa\u7ed3\u6784\u5316\u7ed3\u679c\u3002<\/li>\n<li><strong>\u7075\u6d3b\u7684\u5de5\u4f5c\u533a\u7ba1\u7406<\/strong>: \u652f\u6301\u672c\u5730\u6216\u4e91\u7aef\u5de5\u4f5c\u533a\uff0c\u5b58\u50a8\u5904\u7406\u7ed3\u679c\u548c\u4e2d\u95f4\u6570\u636e\u3002<\/li>\n<li><strong>\u5f00\u6e90\u751f\u6001\u652f\u6301<\/strong>: \u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\u548c\u6587\u6863\uff0c\u65b9\u4fbf\u4e8c\u6b21\u5f00\u53d1\u4e0e\u5b9a\u5236\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>olmOCR \u7684\u5b89\u88c5\u9700\u8981\u5728\u652f\u6301 Python \u7684\u73af\u5883\u4e2d\u8fdb\u884c\uff0c\u4e14\u63a8\u8350\u4f7f\u7528 GPU \u4ee5\u63d0\u5347\u5904\u7406\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<h4>1. \u73af\u5883\u51c6\u5907<\/h4>\n<ul>\n<li><strong>\u5b89\u88c5 Anaconda<\/strong>: \u5982\u679c\u6ca1\u6709 Anaconda\uff0c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/li>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong>:\n<pre><code>conda create -n olmocr python=3.11\r\nconda activate olmocr<\/code><\/pre>\n<\/li>\n<\/ul>\n<ul>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong>:\n<pre><code>git clone https:\/\/github.com\/allenai\/olmocr.git\r\ncd olmocr\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h4>2. \u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56<\/h4>\n<ul>\n<li><strong>\u5b89\u88c5\u57fa\u672c\u4f9d\u8d56<\/strong>:\n<pre><code>pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 GPU \u652f\u6301\uff08\u53ef\u9009\uff09<\/strong>: \u5982\u679c\u9700\u8981 GPU \u52a0\u901f\uff0c\u5b89\u88c5 sglang \u548c flashinfer\uff1a\n<pre><code>pip install sgl-kernel==0.0.3.post1 --force-reinstall --no-deps\r\npip install \"sglang[all]==0.4.2\" --find-links https:\/\/flashinfer.ai\/whl\/cu124\/torch2.4\/flashinfer\/\r\n<\/code><\/pre>\n<p><strong>\u6ce8\u610f<\/strong>: \u786e\u4fdd\u4f60\u7684 GPU \u9a71\u52a8\u548c CUDA \u7248\u672c\u4e0e\u4e0a\u8ff0\u4f9d\u8d56\u517c\u5bb9\u3002<\/li>\n<\/ul>\n<h4>3. \u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<ul>\n<li>\u5728\u547d\u4ee4\u884c\u8fd0\u884c\u00a0<code>python -m olmocr.pipeline --help<\/code>\uff0c\u5982\u679c\u8f93\u51fa\u5e2e\u52a9\u4fe1\u606f\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/li>\n<\/ul>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>olmOCR \u63d0\u4f9b\u4e24\u79cd\u4e3b\u8981\u4f7f\u7528\u573a\u666f\uff1a\u672c\u5730\u5355\u6587\u4ef6\u5904\u7406\u548c\u4e91\u7aef\u5927\u89c4\u6a21\u5904\u7406\u3002\u4ee5\u4e0b\u8be6\u7ec6\u4ecb\u7ecd\u64cd\u4f5c\u6d41\u7a0b\u3002<\/p>\n<h4>\u672c\u5730\u5904\u7406\u5355\u4e2a PDF<\/h4>\n<ol>\n<li><strong>\u51c6\u5907 PDF \u6587\u4ef6<\/strong>:\n<ul>\n<li>\u5c06\u9700\u8981\u5904\u7406\u7684 PDF \u653e\u5165\u672c\u5730\u76ee\u5f55\uff0c\u4f8b\u5982\u00a0<code>.\/tests\/gnarly_pdfs\/horribleocr.pdf<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u5904\u7406\u547d\u4ee4<\/strong>:\n<pre><code>python -m olmocr.pipeline .\/localworkspace --pdfs tests\/gnarly_pdfs\/horribleocr.pdf\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>:\n<ul>\n<li>\u5904\u7406\u5b8c\u6210\u540e\uff0c\u7ed3\u679c\u4ee5 JSON \u683c\u5f0f\u4fdd\u5b58\u5728\u00a0<code>.\/localworkspace<\/code>\u3002<\/li>\n<li>\u63d0\u53d6\u7684\u6587\u672c\u4ee5 Dolma \u98ce\u683c\u7684 JSONL \u683c\u5f0f\u5b58\u50a8\u5728\u00a0<code>.\/localworkspace\/results<\/code>\u00a0\u4e2d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8c03\u6574\u53c2\u6570\uff08\u53ef\u9009\uff09<\/strong>:\n<ul>\n<li><code>--workers<\/code>: \u8bbe\u7f6e\u5e76\u53d1\u5de5\u4f5c\u7ebf\u7a0b\u6570\uff0c\u9ed8\u8ba4 8\u3002<\/li>\n<li><code>--target_longest_image_dim<\/code>: \u8bbe\u7f6e\u6e32\u67d3\u56fe\u50cf\u6700\u5927\u8fb9\u957f\uff0c\u9ed8\u8ba4 1024 \u50cf\u7d20\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u793a\u4f8b\u8f93\u51fa<\/strong>:<\/p>\n<pre><code>{\"text\": \"<a href=\"https:\/\/www.kdjingpai.com\/en\/molmo\/\">Molmo<\/a> and PixMo:\\nOpen <a href=\"https:\/\/www.kdjingpai.com\/en\/weights\/\">Weights<\/a> and Open Data\\nfor State-of-the...\", \"metadata\": {\"primary_language\": \"en\", \"is_table\": false}}\r\n<\/code><\/pre>\n<h4>\u4e91\u7aef\u5927\u89c4\u6a21\u5904\u7406\uff08AWS S3\uff09<\/h4>\n<ol>\n<li><strong>\u914d\u7f6e AWS \u73af\u5883<\/strong>:\n<ul>\n<li>\u786e\u4fdd\u6709 AWS \u8d26\u6237\u5e76\u751f\u6210\u8bbf\u95ee\u5bc6\u94a5\u3002<\/li>\n<li>\u5728 S3 \u4e0a\u521b\u5efa\u4e24\u4e2a\u5b58\u50a8\u6876\uff0c\u4f8b\u5982\u00a0<code>s3:\/\/my_s3_bucket\/pdfworkspaces\/exampleworkspace<\/code>\u00a0\u548c\u00a0<code>s3:\/\/my_s3_bucket\/jakep\/gnarly_pdfs\/<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0a\u4f20 PDF \u6587\u4ef6<\/strong>:\n<ul>\n<li>\u5c06 PDF \u6587\u4ef6\u4e0a\u4f20\u81f3\u00a0<code>s3:\/\/my_s3_bucket\/jakep\/gnarly_pdfs\/<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u4e3b\u8282\u70b9\u4efb\u52a1<\/strong>:\n<pre><code>python -m olmocr.pipeline s3:\/\/my_s3_bucket\/pdfworkspaces\/exampleworkspace --pdfs s3:\/\/my_s3_bucket\/jakep\/gnarly_pdfs\/*.pdf\r\n<\/code><\/pre>\n<ul>\n<li>\u6b64\u547d\u4ee4\u4f1a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u961f\u5217\u5e76\u5f00\u59cb\u5904\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6dfb\u52a0\u4ece\u8282\u70b9<\/strong>:\n<ul>\n<li>\u5728\u5176\u4ed6\u673a\u5668\u4e0a\u8fd0\u884c\uff1a<\/li>\n<\/ul>\n<pre><code>python -m olmocr.pipeline s3:\/\/my_s3_bucket\/pdfworkspaces\/exampleworkspace\r\n<\/code><\/pre>\n<ul>\n<li>\u4ece\u8282\u70b9\u4f1a\u81ea\u52a8\u4ece\u961f\u5217\u4e2d\u83b7\u53d6\u4efb\u52a1\u5e76\u5904\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7ed3\u679c\u67e5\u770b<\/strong>:\n<ul>\n<li>\u5904\u7406\u7ed3\u679c\u5b58\u50a8\u5728\u00a0<code>s3:\/\/my_s3_bucket\/pdfworkspaces\/exampleworkspace\/results<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u6ce8\u610f<\/strong>: \u9700\u8981\u914d\u7f6e AWS CLI \u5e76\u786e\u4fdd\u6709\u8db3\u591f\u6743\u9650\u8bbf\u95ee S3 \u5b58\u50a8\u6876\u3002<\/p>\n<h4>\u4f7f\u7528 Beaker\uff08AI2 \u5185\u90e8\u7528\u6237\uff09<\/h4>\n<ol>\n<li><strong>\u6dfb\u52a0 Beaker \u53c2\u6570<\/strong>:\n<pre><code>python -m olmocr.pipeline s3:\/\/my_s3_bucket\/pdfworkspaces\/exampleworkspace --pdfs s3:\/\/my_s3_bucket\/jakep\/gnarly_pdfs\/*.pdf --beaker --beaker_gpus 4\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8fd0\u884c\u6548\u679c<\/strong>:\n<ul>\n<li>\u672c\u5730\u51c6\u5907\u5de5\u4f5c\u533a\u540e\uff0c\u81ea\u52a8\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8 4 \u4e2a GPU \u5de5\u4f5c\u8282\u70b9\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>1. \u5904\u7406\u590d\u6742\u6587\u6863<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>:\n<ul>\n<li>\u4e0a\u4f20\u5305\u542b\u8868\u683c\u6216\u516c\u5f0f\u7684 PDF\u3002<\/li>\n<li>\u4f7f\u7528\u9ed8\u8ba4\u6a21\u578b\u00a0<code>allenai\/olmOCR-7B-0225-preview<\/code>\uff0c\u8fd0\u884c\u5904\u7406\u547d\u4ee4\u3002<\/li>\n<li>\u68c0\u67e5\u8f93\u51fa\u7684 JSONL \u6587\u4ef6\uff0c\u786e\u4fdd\u8868\u683c\u548c\u516c\u5f0f\u88ab\u6b63\u786e\u89e3\u6790\u4e3a\u6587\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u63d0\u793a<\/strong>: \u5982\u679c\u8bc6\u522b\u6548\u679c\u4e0d\u4f73\uff0c\u53ef\u8c03\u6574\u00a0<code>--target_longest_image_dim<\/code>\u00a0\u53c2\u6570\u63d0\u9ad8\u56fe\u50cf\u5206\u8fa8\u7387\u3002<\/li>\n<\/ul>\n<h4>2. \u9ad8\u541e\u5410\u91cf\u5904\u7406<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>:\n<ul>\n<li>\u914d\u7f6e\u591a\u8282\u70b9\u73af\u5883\uff08\u5982 AWS \u6216 Beaker\uff09\u3002<\/li>\n<li>\u589e\u52a0\u00a0<code>--workers<\/code>\u00a0\u53c2\u6570\u4ee5\u63d0\u5347\u5355\u673a\u5e76\u884c\u80fd\u529b\u3002<\/li>\n<li>\u76d1\u63a7\u5904\u7406\u901f\u5ea6\uff0c\u786e\u4fdd\u8fbe\u5230\u6bcf\u79d2 3000+ \u4ee4\u724c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4f18\u52bf<\/strong>: \u6210\u672c\u4f4e\u81f3\u6bcf\u767e\u4e07\u9875 190 \u7f8e\u5143\uff0c\u8fdc\u4f4e\u4e8e\u5546\u4e1a API\u3002<\/li>\n<\/ul>\n<h4>3. \u81ea\u5b9a\u4e49\u5f00\u53d1<\/h4>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>:\n<ul>\n<li>\u4fee\u6539\u00a0<code>olmocr\/pipeline.py<\/code>\uff0c\u8c03\u6574\u5904\u7406\u903b\u8f91\u3002<\/li>\n<li>\u66ff\u6362\u00a0<code>--model<\/code>\u00a0\u53c2\u6570\uff0c\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b\u8def\u5f84\u3002<\/li>\n<li>\u63d0\u4ea4\u4ee3\u7801\u81f3 GitHub\uff0c\u53c2\u4e0e\u793e\u533a\u5f00\u53d1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>: \u672c\u5730\u8fd0\u884c\u9700 GPU\uff0c\u63a8\u8350 NVIDIA \u663e\u5361\u3002<\/li>\n<li><strong>\u7f51\u7edc\u9700\u6c42<\/strong>: \u4e91\u7aef\u5904\u7406\u9700\u7a33\u5b9a\u7f51\u7edc\u8fde\u63a5 AWS\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u6280\u5de7<\/strong>: \u4f7f\u7528\u00a0<code>--stats<\/code>\u00a0\u53c2\u6570\u67e5\u770b\u5de5\u4f5c\u533a\u7edf\u8ba1\u4fe1\u606f\uff0c\u4fbf\u4e8e\u6392\u67e5\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b olmOCR\uff0c\u65e0\u8bba\u662f\u5904\u7406\u5355\u4e2a PDF \u8fd8\u662f\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u90fd\u80fd\u9ad8\u6548\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>olmOCR \u662f\u7531 Allen Institute for Artificial Intelligence (AI2) \u7684 AllenNLP \u56e2\u961f\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u5c06 PDF \u6587\u4ef6\u8f6c\u6362\u4e3a\u7ebf\u6027\u5316\u6587\u672c\uff0c\u7279\u522b\u9002\u5408\u7528\u4e8e\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b (LL&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,252],"class_list":["post-27060","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-markdown"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/27060","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=27060"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/27060\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=27060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=27060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=27060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}